Could you elaborate on your issue so that we may help you better?
The dataset version you download should have all the augmentations applied to the images. If you want unaugmented images to download, you can create a version with no preprocessing or augmentation steps. I am also not able to view your Google Drive. Please post any details or images related to this issue in the forum post.